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The usefulness of inaccurate models: Towards an understanding of the emergence of financial risk management

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  • Millo, Yuval
  • MacKenzie, Donald

Abstract

Is the growth of modern financial risk management a result of the accuracy and reliability of risk models? This paper argues that the remarkable success of today's financial risk management methods should be attributed primarily to their communicative and organizational usefulness and less to the accuracy of the results they produced. This paper traces the intertwined historical paths of financial risk management and financial derivatives markets. Spanning from the late 1960s to the early 1990s, the paper analyses the social, political and organizational factors that underpinned the exponential success of one of today's leading risk management methodologies, the applications based on the Black-Scholes-Merton options pricing model. Using primary documents and interviews, the paper shows how financial risk management became part of central market practices and gained reputation among the different organisational market participants (trading firms, the options clearinghouse and the securities regulator). Ultimately, the events in the aftermath of the market crash of October 1987 showed that the practical usefulness of financial risk management methods overshadowed the fact that when financial risk management was critically needed the risk model was inaccurate.

Suggested Citation

  • Millo, Yuval & MacKenzie, Donald, 2009. "The usefulness of inaccurate models: Towards an understanding of the emergence of financial risk management," Accounting, Organizations and Society, Elsevier, vol. 34(5), pages 638-653, July.
  • Handle: RePEc:eee:aosoci:v:34:y:2009:i:5:p:638-653
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    1. Donald Mackenzie & Fabian Muniesa & Lucia Siu, 2007. "Do Economists Make Markets? On the Performativity of Economics," Post-Print halshs-00149145, HAL.
    2. Fabian Muniesa & Michel Callon, 2007. "Economic experiments and the construction of markets," Post-Print halshs-00177935, HAL.
    3. Barreiros, Lídia., 1985. "Towards social accounting," ILO Working Papers 992431063402676, International Labour Organization.
    4. Galai, Dan, 1977. "Tests of Market Efficiency of the Chicago Board Options Exchange," The Journal of Business, University of Chicago Press, vol. 50(2), pages 167-197, April.
    5. Robert C. Merton, 2005. "Theory of rational option pricing," World Scientific Book Chapters, in: Sudipto Bhattacharya & George M Constantinides (ed.), Theory Of Valuation, chapter 8, pages 229-288, World Scientific Publishing Co. Pte. Ltd..
    6. John Seely Brown & Paul Duguid, 2001. "Knowledge and Organization: A Social-Practice Perspective," Organization Science, INFORMS, vol. 12(2), pages 198-213, April.
    7. Clark, Gordon, 2000. "Pension Fund Capitalism," OUP Catalogue, Oxford University Press, number 9780199240487.
    8. Michel Callon & Yuval Millo & Fabian Muniesa, 2007. "Market Devices," Post-Print halshs-00177891, HAL.
    9. Brian Uzzi & Ryon Lancaster, 2003. "Relational Embeddedness and Learning: The Case of Bank Loan Managers and Their Clients," Management Science, INFORMS, vol. 49(4), pages 383-399, April.
    10. Preda, Alex, 2001. "Sense and sensibility: Or, how should Social Studies of Finance behave? A Manifesto," economic sociology. perspectives and conversations, Max Planck Institute for the Study of Societies, vol. 2(2), pages 15-18.
    11. Donald MacKenzie, 2006. "An Engine, Not a Camera: How Financial Models Shape Markets," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262134608, December.
    12. Ross, Stephen A, 1977. "The Capital Asset Pricing Model (CAPM), Short-Sale Restrictions and Related Issues," Journal of Finance, American Finance Association, vol. 32(1), pages 177-183, March.
    13. Miller, Peter & O'Leary, Ted, 2007. "Mediating instruments and making markets: Capital budgeting, science and the economy," Accounting, Organizations and Society, Elsevier, vol. 32(7-8), pages 701-734.
    14. Macintosh, Norman B. & Shearer, Teri & Thornton, Daniel B. & Welker, Michael, 2000. "Accounting as simulacrum and hyperreality: perspectives on income and capital," Accounting, Organizations and Society, Elsevier, vol. 25(1), pages 13-50, January.
    15. Black, Fischer & Scholes, Myron S, 1972. "The Valuation of Option Contracts and a Test of Market Efficiency," Journal of Finance, American Finance Association, vol. 27(2), pages 399-417, May.
    16. Daniel Beunza Ibáñez & David Stark, 2004. "Resolving identities: Successive crises in a trading room after 9/11," Economics Working Papers 734, Department of Economics and Business, Universitat Pompeu Fabra, revised Sep 2005.
    17. Alex Preda, 2004. "Informative Prices, Rational Investors: The Emergence of the Random Walk Hypothesis and the Nineteenth-Century “Science of Financial Investments”," History of Political Economy, Duke University Press, vol. 36(2), pages 351-386, Summer.
    18. Black, Fischer & Scholes, Myron S, 1973. "The Pricing of Options and Corporate Liabilities," Journal of Political Economy, University of Chicago Press, vol. 81(3), pages 637-654, May-June.
    19. Rubinstein, Mark, 1994. "Implied Binomial Trees," Journal of Finance, American Finance Association, vol. 49(3), pages 771-818, July.
    20. Mark Rubinstein., 1994. "Implied Binomial Trees," Research Program in Finance Working Papers RPF-232, University of California at Berkeley.
    21. Burchell, Stuart & Clubb, Colin & Hopwood, Anthony G., 1985. "Accounting in its social context: Towards a history of value added in the United Kingdom," Accounting, Organizations and Society, Elsevier, vol. 10(4), pages 381-413, October.
    22. Cox, John C. & Ross, Stephen A. & Rubinstein, Mark, 1979. "Option pricing: A simplified approach," Journal of Financial Economics, Elsevier, vol. 7(3), pages 229-263, September.
    23. Daniel Beunza & David Stark, 2004. "Tools of the trade: the socio-technology of arbitrage in a Wall Street trading room," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 13(2), pages 369-400, April.
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